The Holy Grail of data intelligence in Solar Asset Management

Tuesday October 11th 17.00 CEST


Managing over 3500 renewable renewable plants with a total capacity of 1.5GW, data intelligence is one of the most important value propositions of QOS Energy. Product Manager Gilles Estivalet and Data Scientist Guillaume Saupin explained the challenges to achieve data intelligence in solar O&M.

For a good overview and summary of the webinar, be sure to also read our article:

Asset performance data management and its value to solar PV plants


Introduction

  • The importance & value of data in the solar O&M decision making

The data acquisition challenge

  • Heterogeneous, plants, systems and sensors (irradiation, temperature…)
  • Data acquisition efficiency and methods

The data management challenge

  • How to deal with large datasets
  • Managing and sorting data

 The data quality challenge:

  • Data quality assessment / cleaning process
  • Data science techniques to ensure data consistency

The data intelligence challenge

  • How to use the data for forecasting, predictive power applications, availability calculation etc.
  • Harness synergies between operation & maintenance data
GILLES ESTIVALET
PRODUCT MANAGER /// QOS ENERGY
GILLAUME SAUPIN
DATA SCIENTIST /// QOS ENERGY